[AI-FSSDK] (DO NOT REVIEW) [FSSDK-12262] Exclude CMAB from UserProfileService#10
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[AI-FSSDK] (DO NOT REVIEW) [FSSDK-12262] Exclude CMAB from UserProfileService#10
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- Add 'not experiment.cmab' condition to skip UPS lookup for CMAB experiments - Add 'not experiment.cmab' condition to skip UPS updates for CMAB experiments - CMAB requires dynamic decisions based on current user attributes and TTL - UPS maintains decisions across experiment lifetime without considering these factors - Add comprehensive unit tests to verify CMAB UPS exclusion - Ensure regular experiments continue to use UPS normally Related: https://optimizely-ext.atlassian.net/browse/FSSDK-12262
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Summary
Excludes CMAB (Contextual Multi-Armed Bandit) experiments from User Profile Service (UPS) logic to ensure dynamic decision-making.
Changes
decision_service.pyto skip UPS lookup for CMAB experiments (line 461)decision_service.pyto skip UPS save for CMAB experiments (line 534)test_cmab_ups_exclusion.pyRationale
CMAB experiments should not use UPS for sticky bucketing because:
Testing
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